conda-forge / detectron2-feedstock

A conda-smithy repository for detectron2.

About detectron2-feedstock

Feedstock license: BSD-3-Clause

Home: https://github.com/facebookresearch/detectron2

Package license: Apache-2.0

Summary: Detectron2 is FAIR's next-generation platform for object detection and segmentation.

Development: https://github.com/facebookresearch/detectron2

Documentation: https://github.com/facebookresearch/detectron2

Current build status

Azure

Variant Status linux_64_c_compiler_version10cuda_compilernvcccuda_compiler_version11.2cxx_compiler_version10python3.10.____cpython linux_64_c_compiler_version10cuda_compilernvcccuda_compiler_version11.2cxx_compiler_version10python3.11.____cpython linux_64_c_compiler_version10cuda_compilernvcccuda_compiler_version11.2cxx_compiler_version10python3.8.____cpython linux_64_c_compiler_version10cuda_compilernvcccuda_compiler_version11.2cxx_compiler_version10python3.9.____cpython linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.10.____cpython linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.11.____cpython linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.9.____cpython linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.10.____cpython linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.11.____cpython linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.9.____cpython linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.10.____cpython linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.11.____cpython linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.9.____cpython linux_aarch64_c_compiler_version12cuda_compiler_versionNonecxx_compiler_version12python3.10.____cpython linux_aarch64_c_compiler_version12cuda_compiler_versionNonecxx_compiler_version12python3.11.____cpython linux_aarch64_c_compiler_version12cuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython linux_aarch64_c_compiler_version12cuda_compiler_versionNonecxx_compiler_version12python3.9.____cpython osx_64_python3.10.____cpython osx_64_python3.11.____cpython osx_64_python3.8.____cpython osx_64_python3.9.____cpython osx_arm64_python3.10.____cpython osx_arm64_python3.11.____cpython osx_arm64_python3.8.____cpython osx_arm64_python3.9.____cpython

Current release info

Name	Downloads	Version	Platforms

Installing detectron2

Installing detectron2 from the conda-forge channel can be achieved by adding conda-forge to your channels with:

conda config --add channels conda-forge
conda config --set channel_priority strict

Once the conda-forge channel has been enabled, detectron2 can be installed with conda:

conda install detectron2

or with mamba:

mamba install detectron2

It is possible to list all of the versions of detectron2 available on your platform with conda:

conda search detectron2 --channel conda-forge

or with mamba:

mamba search detectron2 --channel conda-forge

Alternatively, mamba repoquery may provide more information:

# Search all versions available on your platform:
mamba repoquery search detectron2 --channel conda-forge

# List packages depending on `detectron2`:
mamba repoquery whoneeds detectron2 --channel conda-forge

# List dependencies of `detectron2`:
mamba repoquery depends detectron2 --channel conda-forge

About conda-forge

conda-forge is a community-led conda channel of installable packages. In order to provide high-quality builds, the process has been automated into the conda-forge GitHub organization. The conda-forge organization contains one repository for each of the installable packages. Such a repository is known as a feedstock.

A feedstock is made up of a conda recipe (the instructions on what and how to build the package) and the necessary configurations for automatic building using freely available continuous integration services. Thanks to the awesome service provided by Azure, GitHub, CircleCI, AppVeyor, Drone, and TravisCI it is possible to build and upload installable packages to the conda-forge anaconda.org channel for Linux, Windows and OSX respectively.

To manage the continuous integration and simplify feedstock maintenance conda-smithy has been developed. Using the conda-forge.yml within this repository, it is possible to re-render all of this feedstock's supporting files (e.g. the CI configuration files) with conda smithy rerender.

For more information please check the conda-forge documentation.

Terminology

feedstock - the conda recipe (raw material), supporting scripts and CI configuration.

conda-smithy - the tool which helps orchestrate the feedstock. Its primary use is in the construction of the CI .yml files and simplify the management of many feedstocks.

conda-forge - the place where the feedstock and smithy live and work to produce the finished article (built conda distributions)

Updating detectron2-feedstock

If you would like to improve the detectron2 recipe or build a new package version, please fork this repository and submit a PR. Upon submission, your changes will be run on the appropriate platforms to give the reviewer an opportunity to confirm that the changes result in a successful build. Once merged, the recipe will be re-built and uploaded automatically to the conda-forge channel, whereupon the built conda packages will be available for everybody to install and use from the conda-forge channel. Note that all branches in the conda-forge/detectron2-feedstock are immediately built and any created packages are uploaded, so PRs should be based on branches in forks and branches in the main repository should only be used to build distinct package versions.

In order to produce a uniquely identifiable distribution:

• If the version of a package is not being increased, please add or increase the build/number.
• If the version of a package is being increased, please remember to return the build/number back to 0.

Feedstock Maintainers

• @baszalmstra
• @mxr-conda
• @ndmaxar
• @oblute
• @rluria14
• @xhochy

detectron2-feedstock's Issues

Incoming python311 migration may block on omegaconf

Comment:

This feedstock has omegaconf as a dependency, and is also awaiting the python311 migration. Omegaconf has just been converted to noarch, but the latest version v2.2.3 is not yet compatible with Python 3.11. Support will be added in v2.2.4. Therefore, if the migrator opens the "Rebuild for python311" PR before the release of omegaconf v2.2.4, the build will fail.

Will there be a Windows build?

• I read the conda-forge documentation and could not find the solution for my problem there.

Issue:

Environment (conda list):

$ conda list

Details about conda and system ( conda info ):

$ conda info

no longer working for the latest pytorch

This command doesn't give a working detectron2.

conda create -n detectron python=3.7 pytorch-gpu "cudatoolkit>=11" detectron2 -c conda-forge

The error seems to be

  File "/home/soumith/miniconda3/envs/droidlet/lib/python3.7/site-packages/detectron2/layers/deform_conv.py", line 11, in <module>
    from detectron2 import _C
ImportError: /home/soumith/miniconda3/envs/droidlet/lib/python3.7/site-packages/detectron2/_C.cpython-37m-x86_64-linux-gnu.so: undefined symbol: _ZNK2at6Tensor6deviceEv

• I read the conda-forge documentation and could not find the solution for my problem there.

Environment (conda list):

$ conda list
# packages in environment at /home/soumith/miniconda3/envs/detectron:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                      1_llvm    conda-forge
absl-py                   0.14.1             pyhd8ed1ab_0    conda-forge
atk-1.0                   2.36.0               h3371d22_4    conda-forge
c-ares                    1.17.2               h7f98852_0    conda-forge
ca-certificates           2021.10.8            ha878542_0    conda-forge
cairo                     1.16.0            h6cf1ce9_1008    conda-forge
certifi                   2021.10.8        py37h89c1867_0    conda-forge
cffi                      1.14.6           py37h036bc23_1    conda-forge
cloudpickle               2.0.0              pyhd8ed1ab_0    conda-forge
colorama                  0.4.4              pyh9f0ad1d_0    conda-forge
cudatoolkit               11.4.2               h00f7ccd_9    conda-forge
cudnn                     8.2.1.32             h86fa8c9_0    conda-forge
cycler                    0.10.0                     py_2    conda-forge
cython                    0.29.24          py37hcd2ae1e_0    conda-forge
dataclasses               0.8                pyhc8e2a94_3    conda-forge
detectron2                0.5              py37he3e93ea_1    conda-forge
expat                     2.4.1                h9c3ff4c_0    conda-forge
font-ttf-dejavu-sans-mono 2.37                 hab24e00_0    conda-forge
font-ttf-inconsolata      3.000                h77eed37_0    conda-forge
font-ttf-source-code-pro  2.038                h77eed37_0    conda-forge
font-ttf-ubuntu           0.83                 hab24e00_0    conda-forge
fontconfig                2.13.1            hba837de_1005    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
freetype                  2.10.4               h0708190_1    conda-forge
fribidi                   1.0.10               h36c2ea0_0    conda-forge
future                    0.18.2           py37h89c1867_3    conda-forge
fvcore                    0.1.5.post20210804    pyhd8ed1ab_0    conda-forge
gdk-pixbuf                2.42.6               h04a7f16_0    conda-forge
gettext                   0.19.8.1          h73d1719_1008    conda-forge
giflib                    5.2.1                h36c2ea0_2    conda-forge
graphite2                 1.3.13            h58526e2_1001    conda-forge
graphviz                  2.49.1               h85b4f2f_0    conda-forge
grpcio                    1.41.0           py37hd5d88b1_0    conda-forge
gtk2                      2.24.33              h539f30e_1    conda-forge
gts                       0.7.6                h64030ff_2    conda-forge
harfbuzz                  3.0.0                h83ec7ef_1    conda-forge
icu                       68.1                 h58526e2_0    conda-forge
importlib-metadata        4.8.1            py37h89c1867_0    conda-forge
jbig                      2.1               h7f98852_2003    conda-forge
jpeg                      9d                   h36c2ea0_0    conda-forge
kiwisolver                1.3.2            py37h2527ec5_0    conda-forge
lcms2                     2.12                 hddcbb42_0    conda-forge
ld_impl_linux-64          2.36.1               hea4e1c9_2    conda-forge
lerc                      3.0                  h9c3ff4c_0    conda-forge
libblas                   3.9.0            12_linux64_mkl    conda-forge
libcblas                  3.9.0            12_linux64_mkl    conda-forge
libdeflate                1.8                  h7f98852_0    conda-forge
libffi                    3.4.2                h9c3ff4c_4    conda-forge
libgcc-ng                 11.2.0              h1d223b6_11    conda-forge
libgd                     2.3.3                h6ad9fb6_0    conda-forge
libglib                   2.68.4               h174f98d_1    conda-forge
libiconv                  1.16                 h516909a_0    conda-forge
liblapack                 3.9.0            12_linux64_mkl    conda-forge
libnsl                    2.0.0                h7f98852_0    conda-forge
libpng                    1.6.37               h21135ba_2    conda-forge
libprotobuf               3.18.1               h780b84a_0    conda-forge
librsvg                   2.52.2               hc3c00ef_0    conda-forge
libstdcxx-ng              11.2.0              he4da1e4_11    conda-forge
libtiff                   4.3.0                h6f004c6_2    conda-forge
libtool                   2.4.6             h9c3ff4c_1008    conda-forge
libuuid                   2.32.1            h7f98852_1000    conda-forge
libwebp                   1.2.1                h3452ae3_0    conda-forge
libwebp-base              1.2.1                h7f98852_0    conda-forge
libxcb                    1.13              h7f98852_1003    conda-forge
libxml2                   2.9.12               h72842e0_0    conda-forge
libzlib                   1.2.11            h36c2ea0_1013    conda-forge
llvm-openmp               12.0.1               h4bd325d_1    conda-forge
lz4-c                     1.9.3                h9c3ff4c_1    conda-forge
magma                     2.5.4                h6103c52_2    conda-forge
markdown                  3.3.4              pyhd8ed1ab_0    conda-forge
matplotlib-base           3.4.3            py37h1058ff1_1    conda-forge
mkl                       2021.4.0           h8d4b97c_729    conda-forge
nccl                      2.11.4.1             hdc17891_0    conda-forge
ncurses                   6.2                  h58526e2_4    conda-forge
ninja                     1.10.2               h4bd325d_1    conda-forge
numpy                     1.21.2           py37h31617e3_0    conda-forge
olefile                   0.46               pyh9f0ad1d_1    conda-forge
openjpeg                  2.4.0                hb52868f_1    conda-forge
openssl                   3.0.0                h7f98852_1    conda-forge
pango                     1.48.10              h54213e6_2    conda-forge
pcre                      8.45                 h9c3ff4c_0    conda-forge
pillow                    8.3.2            py37h0f21c89_0    conda-forge
pip                       21.3               pyhd8ed1ab_0    conda-forge
pixman                    0.40.0               h36c2ea0_0    conda-forge
portalocker               2.3.2            py37h89c1867_0    conda-forge
protobuf                  3.18.1           py37hcd2ae1e_0    conda-forge
pthread-stubs             0.4               h36c2ea0_1001    conda-forge
pycocotools               2.0.2            py37h6f94858_2    conda-forge
pycparser                 2.20               pyh9f0ad1d_2    conda-forge
pydot                     1.4.2            py37h89c1867_0    conda-forge
pyparsing                 2.4.7              pyh9f0ad1d_0    conda-forge
python                    3.7.10          hf930737_104_cpython    conda-forge
python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
python_abi                3.7                     2_cp37m    conda-forge
pytorch                   1.9.1           cuda112py37h3bec1eb_3    conda-forge
pytorch-gpu               1.9.1           cuda112py37h0bbbad9_3    conda-forge
pyyaml                    6.0              py37h5e8e339_0    conda-forge
readline                  8.1                  h46c0cb4_0    conda-forge
setuptools                58.2.0           py37h89c1867_0    conda-forge
six                       1.16.0             pyh6c4a22f_0    conda-forge
sleef                     3.5.1                h9b69904_2    conda-forge
sqlite                    3.36.0               h9cd32fc_2    conda-forge
tabulate                  0.8.9              pyhd8ed1ab_0    conda-forge
tbb                       2021.3.0             h4bd325d_0    conda-forge
tensorboard               1.15.0                   py37_0    conda-forge
termcolor                 1.1.0                      py_2    conda-forge
tk                        8.6.11               h27826a3_1    conda-forge
tornado                   6.1              py37h5e8e339_1    conda-forge
tqdm                      4.62.3             pyhd8ed1ab_0    conda-forge
typing_extensions         3.10.0.2           pyha770c72_0    conda-forge
werkzeug                  2.0.1              pyhd8ed1ab_0    conda-forge
wheel                     0.37.0             pyhd8ed1ab_1    conda-forge
xorg-kbproto              1.0.7             h7f98852_1002    conda-forge
xorg-libice               1.0.10               h7f98852_0    conda-forge
xorg-libsm                1.2.3             hd9c2040_1000    conda-forge
xorg-libx11               1.7.2                h7f98852_0    conda-forge
xorg-libxau               1.0.9                h7f98852_0    conda-forge
xorg-libxdmcp             1.1.3                h7f98852_0    conda-forge
xorg-libxext              1.3.4                h7f98852_1    conda-forge
xorg-libxrender           0.9.10            h7f98852_1003    conda-forge
xorg-renderproto          0.11.1            h7f98852_1002    conda-forge
xorg-xextproto            7.3.0             h7f98852_1002    conda-forge
xorg-xproto               7.0.31            h7f98852_1007    conda-forge
xz                        5.2.5                h516909a_1    conda-forge
yacs                      0.1.6                      py_0    conda-forge
yaml                      0.2.5                h516909a_0    conda-forge
zipp                      3.6.0              pyhd8ed1ab_0    conda-forge
zlib                      1.2.11            h36c2ea0_1013    conda-forge
zstd                      1.5.0                ha95c52a_0    conda-forge

Details about conda and system ( conda info ):

$ conda info

     active environment : detectron
    active env location : /home/soumith/miniconda3/envs/detectron
            shell level : 2
       user config file : /home/soumith/.condarc
 populated config files :
          conda version : 4.10.3
    conda-build version : not installed
         python version : 3.9.5.final.0
       virtual packages : __cuda=11.2=0
                          __linux=5.11.0=0
                          __glibc=2.31=0
                          __unix=0=0
                          __archspec=1=x86_64
       base environment : /home/soumith/miniconda3  (writable)
      conda av data dir : /home/soumith/miniconda3/etc/conda
  conda av metadata url : None
           channel URLs : https://repo.anaconda.com/pkgs/main/linux-64
                          https://repo.anaconda.com/pkgs/main/noarch
                          https://repo.anaconda.com/pkgs/r/linux-64
                          https://repo.anaconda.com/pkgs/r/noarch
          package cache : /home/soumith/miniconda3/pkgs
                          /home/soumith/.conda/pkgs
       envs directories : /home/soumith/miniconda3/envs
                          /home/soumith/.conda/envs
               platform : linux-64
             user-agent : conda/4.10.3 requests/2.25.1 CPython/3.9.5 Linux/5.11.0-27-generic ubuntu/20.04.2 glibc/2.31
                UID:GID : 1000:1000
             netrc file : None
           offline mode : False